Dataset statistics
| Number of variables | 27 |
|---|---|
| Number of observations | 8.897 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.8 MiB |
| Average record size in memory | 216.0 B |
Variable types
| Numeric | 20 |
|---|---|
| Categorical | 7 |
nation has a high cardinality: 159 distinct values | High cardinality |
league has a high cardinality: 71 distinct values | High cardinality |
team has a high cardinality: 1049 distinct values | High cardinality |
red_card_continent is highly correlated with second_yellow_card_continent | High correlation |
age is highly correlated with yellow_card_champ | High correlation |
goals_selection is highly correlated with selections_nation | High correlation |
selections_nation is highly correlated with goals_selection | High correlation |
price is highly correlated with goal_champ and 2 other fields | High correlation |
goal_champ is highly correlated with price and 3 other fields | High correlation |
assist_champ is highly correlated with price and 4 other fields | High correlation |
yellow_card_champ is highly correlated with age and 4 other fields | High correlation |
second_yellow_card_champ is highly correlated with yellow_card_champ | High correlation |
goal_cup is highly correlated with goal_champ and 3 other fields | High correlation |
assist_cup is highly correlated with assist_champ and 2 other fields | High correlation |
yellow_card_cup is highly correlated with goal_cup and 1 other fields | High correlation |
goal_continent is highly correlated with assist_continent and 1 other fields | High correlation |
assist_continent is highly correlated with goal_continent and 1 other fields | High correlation |
yellow_card_continent is highly correlated with goal_continent and 1 other fields | High correlation |
second_yellow_card_continent is highly correlated with red_card_continent | High correlation |
red_card_continent is highly correlated with second_yellow_card_continent | High correlation |
goals_selection is highly correlated with selections_nation and 3 other fields | High correlation |
selections_nation is highly correlated with goals_selection | High correlation |
goal_champ is highly correlated with goals_selection and 4 other fields | High correlation |
assist_champ is highly correlated with goal_champ and 4 other fields | High correlation |
yellow_card_champ is highly correlated with goal_champ and 2 other fields | High correlation |
second_yellow_card_champ is highly correlated with yellow_card_champ | High correlation |
goal_cup is highly correlated with goal_champ and 1 other fields | High correlation |
assist_cup is highly correlated with assist_champ and 2 other fields | High correlation |
yellow_card_cup is highly correlated with assist_cup | High correlation |
goal_continent is highly correlated with goals_selection and 4 other fields | High correlation |
assist_continent is highly correlated with goals_selection and 3 other fields | High correlation |
yellow_card_continent is highly correlated with goal_continent and 1 other fields | High correlation |
second_yellow_card_continent is highly correlated with red_card_continent | High correlation |
red_card_continent is highly correlated with second_yellow_card_continent | High correlation |
goals_selection is highly correlated with selections_nation | High correlation |
selections_nation is highly correlated with goals_selection | High correlation |
goal_champ is highly correlated with assist_champ and 1 other fields | High correlation |
assist_champ is highly correlated with goal_champ and 1 other fields | High correlation |
yellow_card_champ is highly correlated with goal_champ and 1 other fields | High correlation |
goal_cup is highly correlated with assist_cup and 1 other fields | High correlation |
assist_cup is highly correlated with goal_cup and 1 other fields | High correlation |
yellow_card_cup is highly correlated with goal_cup and 1 other fields | High correlation |
goal_continent is highly correlated with assist_continent and 1 other fields | High correlation |
assist_continent is highly correlated with goal_continent and 1 other fields | High correlation |
yellow_card_continent is highly correlated with goal_continent and 1 other fields | High correlation |
second_yellow_card_continent is highly correlated with red_card_continent | High correlation |
Unnamed: 0 is highly correlated with league | High correlation |
red_card_continent is highly correlated with selections_nation and 1 other fields | High correlation |
age is highly correlated with selections_nation | High correlation |
league is highly correlated with Unnamed: 0 | High correlation |
goals_selection is highly correlated with selections_nation and 6 other fields | High correlation |
selections_nation is highly correlated with red_card_continent and 5 other fields | High correlation |
price is highly correlated with goals_selection and 2 other fields | High correlation |
goal_champ is highly correlated with goals_selection and 4 other fields | High correlation |
assist_champ is highly correlated with goals_selection and 7 other fields | High correlation |
yellow_card_champ is highly correlated with assist_champ and 3 other fields | High correlation |
second_yellow_card_champ is highly correlated with yellow_card_champ and 1 other fields | High correlation |
goal_cup is highly correlated with goals_selection and 4 other fields | High correlation |
assist_cup is highly correlated with assist_champ and 3 other fields | High correlation |
yellow_card_cup is highly correlated with yellow_card_champ and 2 other fields | High correlation |
goal_continent is highly correlated with goals_selection and 7 other fields | High correlation |
assist_continent is highly correlated with goals_selection and 8 other fields | High correlation |
yellow_card_continent is highly correlated with assist_champ and 5 other fields | High correlation |
second_yellow_card_continent is highly correlated with red_card_continent | High correlation |
goal_continent is highly skewed (γ1 = 21.52801949) | Skewed |
Unnamed: 0 has unique values | Unique |
red_card_continent has 8415 (94.6%) zeros | Zeros |
goals_selection has 7513 (84.4%) zeros | Zeros |
selections_nation has 5052 (56.8%) zeros | Zeros |
goal_champ has 3009 (33.8%) zeros | Zeros |
assist_champ has 3280 (36.9%) zeros | Zeros |
own_goal_champ has 8157 (91.7%) zeros | Zeros |
yellow_card_champ has 1303 (14.6%) zeros | Zeros |
second_yellow_card_champ has 6616 (74.4%) zeros | Zeros |
red_card_champ has 6511 (73.2%) zeros | Zeros |
goal_cup has 6443 (72.4%) zeros | Zeros |
assist_cup has 6662 (74.9%) zeros | Zeros |
yellow_card_cup has 6189 (69.6%) zeros | Zeros |
red_card_cup has 7803 (87.7%) zeros | Zeros |
goal_continent has 7581 (85.2%) zeros | Zeros |
assist_continent has 7608 (85.5%) zeros | Zeros |
yellow_card_continent has 7234 (81.3%) zeros | Zeros |
second_yellow_card_continent has 8285 (93.1%) zeros | Zeros |
Reproduction
| Analysis started | 2022-05-29 21:00:13.112120 |
|---|---|
| Analysis finished | 2022-05-29 21:01:31.490580 |
| Duration | 1 minute and 18.38 seconds |
| Software version | pandas-profiling v3.2.0 |
| Download configuration | config.json |
| Distinct | 8897 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6415.278746 |
| Minimum | 1 |
|---|---|
| Maximum | 12705 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 660.8 |
| Q1 | 3220 |
| median | 6469 |
| Q3 | 9617 |
| 95-th percentile | 12083.4 |
| Maximum | 12705 |
| Range | 12704 |
| Interquartile range (IQR) | 6397 |
Descriptive statistics
| Standard deviation | 3672.186079 |
|---|---|
| Coefficient of variation (CV) | 0.5724125521 |
| Kurtosis | -1.209563134 |
| Mean | 6415.278746 |
| Median Absolute Deviation (MAD) | 3195 |
| Skewness | -0.02242182128 |
| Sum | 57076735 |
| Variance | 13484950.6 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1019 | 1 | < 0.1% |
| 1153 | 1 | < 0.1% |
| 2661 | 1 | < 0.1% |
| 8284 | 1 | < 0.1% |
| 9215 | 1 | < 0.1% |
| 4542 | 1 | < 0.1% |
| 10872 | 1 | < 0.1% |
| 10336 | 1 | < 0.1% |
| 4243 | 1 | < 0.1% |
| 1043 | 1 | < 0.1% |
| Other values (8887) | 8887 |
| Value | Count | Frequency (%) |
| 1 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 8 | 1 | |
| 11 | 1 | |
| 12 | 1 | |
| 15 | 1 | |
| 17 | 1 | |
| 18 | 1 |
| Value | Count | Frequency (%) |
| 12705 | 1 | |
| 12704 | 1 | |
| 12703 | 1 | |
| 12702 | 1 | |
| 12701 | 1 | |
| 12699 | 1 | |
| 12698 | 1 | |
| 12697 | 1 | |
| 12696 | 1 | |
| 12695 | 1 |
red_card_continent
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 32 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.2498595032 |
| Minimum | 0 |
|---|---|
| Maximum | 59 |
| Zeros | 8415 |
| Zeros (%) | 94.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 59 |
| Range | 59 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.860633278 |
|---|---|
| Coefficient of variation (CV) | 7.446718074 |
| Kurtosis | 301.0397492 |
| Mean | 0.2498595032 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 14.50689042 |
| Sum | 2223 |
| Variance | 3.461956197 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8415 | |
| 1 | 206 | 2.3% |
| 2 | 67 | 0.8% |
| 3 | 44 | 0.5% |
| 4 | 29 | 0.3% |
| 5 | 23 | 0.3% |
| 7 | 17 | 0.2% |
| 8 | 12 | 0.1% |
| 6 | 10 | 0.1% |
| 9 | 9 | 0.1% |
| Other values (22) | 65 | 0.7% |
| Value | Count | Frequency (%) |
| 0 | 8415 | |
| 1 | 206 | 2.3% |
| 2 | 67 | 0.8% |
| 3 | 44 | 0.5% |
| 4 | 29 | 0.3% |
| 5 | 23 | 0.3% |
| 6 | 10 | 0.1% |
| 7 | 17 | 0.2% |
| 8 | 12 | 0.1% |
| 9 | 9 | 0.1% |
| Value | Count | Frequency (%) |
| 59 | 1 | < 0.1% |
| 55 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 37 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 27 | 2 | |
| 24 | 2 | |
| 23 | 3 | |
| 22 | 1 | < 0.1% |
| Distinct | 29 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.0524896 |
| Minimum | 16 |
|---|---|
| Maximum | 46 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 23 |
| median | 26 |
| Q3 | 29 |
| 95-th percentile | 34 |
| Maximum | 46 |
| Range | 30 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.561708285 |
|---|---|
| Coefficient of variation (CV) | 0.1750968278 |
| Kurtosis | -0.2249090852 |
| Mean | 26.0524896 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.4142616571 |
| Sum | 231789 |
| Variance | 20.80918248 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25 | 748 | 8.4% |
| 23 | 722 | 8.1% |
| 24 | 697 | 7.8% |
| 27 | 672 | 7.6% |
| 26 | 669 | 7.5% |
| 22 | 661 | 7.4% |
| 28 | 620 | 7.0% |
| 21 | 566 | 6.4% |
| 29 | 556 | 6.2% |
| 30 | 455 | 5.1% |
| Other values (19) | 2531 |
| Value | Count | Frequency (%) |
| 16 | 10 | 0.1% |
| 17 | 37 | 0.4% |
| 18 | 160 | 1.8% |
| 19 | 306 | |
| 20 | 442 | |
| 21 | 566 | |
| 22 | 661 | |
| 23 | 722 | |
| 24 | 697 | |
| 25 | 748 |
| Value | Count | Frequency (%) |
| 46 | 3 | < 0.1% |
| 44 | 1 | < 0.1% |
| 42 | 3 | < 0.1% |
| 41 | 7 | 0.1% |
| 40 | 8 | 0.1% |
| 39 | 22 | 0.2% |
| 38 | 36 | 0.4% |
| 37 | 66 | |
| 36 | 97 | |
| 35 | 138 |
| Distinct | 159 |
|---|---|
| Distinct (%) | 1.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| Brazil | 612 |
|---|---|
| Japan | 575 |
| Argentina | 427 |
| Iran | 365 |
| Mexico | 242 |
| Other values (154) |
Length
| Max length | 22 |
|---|---|
| Median length | 18 |
| Mean length | 7.263459593 |
| Min length | 4 |
Characters and Unicode
| Total characters | 64.623 |
|---|---|
| Distinct characters | 56 |
| Distinct categories | 6 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 30 ? |
|---|---|
| Unique (%) | 0.3% |
Sample
| 1st row | Tunisia |
|---|---|
| 2nd row | CzechRepublic |
| 3rd row | Canada |
| 4th row | Belgium |
| 5th row | Ukraine |
Common Values
| Value | Count | Frequency (%) |
| Brazil | 612 | 6.9% |
| Japan | 575 | 6.5% |
| Argentina | 427 | 4.8% |
| Iran | 365 | 4.1% |
| Mexico | 242 | 2.7% |
| Colombia | 240 | 2.7% |
| UnitedStates | 210 | 2.4% |
| Egypt | 210 | 2.4% |
| France | 202 | 2.3% |
| Algeria | 199 | 2.2% |
| Other values (149) | 5615 |
Length
| Value | Count | Frequency (%) |
| brazil | 612 | 6.9% |
| japan | 575 | 6.5% |
| argentina | 427 | 4.8% |
| iran | 365 | 4.1% |
| mexico | 242 | 2.7% |
| colombia | 240 | 2.7% |
| unitedstates | 210 | 2.4% |
| egypt | 210 | 2.4% |
| france | 202 | 2.3% |
| algeria | 199 | 2.2% |
| Other values (149) | 5615 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 9429 | |
| n | 5469 | 8.5% |
| i | 5405 | 8.4% |
| e | 4994 | 7.7% |
| r | 4718 | 7.3% |
| o | 3055 | 4.7% |
| t | 2949 | 4.6% |
| l | 2785 | 4.3% |
| u | 2029 | 3.1% |
| g | 1815 | 2.8% |
| Other values (46) | 21975 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 54392 | |
| Uppercase Letter | 10026 | 15.5% |
| Other Punctuation | 167 | 0.3% |
| Decimal Number | 36 | 0.1% |
| Open Punctuation | 1 | < 0.1% |
| Close Punctuation | 1 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 9429 | |
| n | 5469 | |
| i | 5405 | |
| e | 4994 | |
| r | 4718 | |
| o | 3055 | 5.6% |
| t | 2949 | 5.4% |
| l | 2785 | 5.1% |
| u | 2029 | 3.7% |
| g | 1815 | 3.3% |
| Other values (17) | 11744 |
Uppercase Letter
| Value | Count | Frequency (%) |
| S | 1250 | |
| A | 1130 | |
| C | 933 | 9.3% |
| B | 824 | 8.2% |
| I | 807 | 8.0% |
| U | 690 | 6.9% |
| J | 586 | 5.8% |
| M | 507 | 5.1% |
| R | 418 | 4.2% |
| T | 409 | 4.1% |
| Other values (14) | 2472 |
Other Punctuation
| Value | Count | Frequency (%) |
| , | 130 | |
| ' | 37 | 22.2% |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 36 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 1 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 64418 | |
| Common | 205 | 0.3% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 9429 | |
| n | 5469 | 8.5% |
| i | 5405 | 8.4% |
| e | 4994 | 7.8% |
| r | 4718 | 7.3% |
| o | 3055 | 4.7% |
| t | 2949 | 4.6% |
| l | 2785 | 4.3% |
| u | 2029 | 3.1% |
| g | 1815 | 2.8% |
| Other values (41) | 21770 |
Common
| Value | Count | Frequency (%) |
| , | 130 | |
| ' | 37 | 18.0% |
| 0 | 36 | 17.6% |
| ( | 1 | 0.5% |
| ) | 1 | 0.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 64622 | |
| None | 1 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 9429 | |
| n | 5469 | 8.5% |
| i | 5405 | 8.4% |
| e | 4994 | 7.7% |
| r | 4718 | 7.3% |
| o | 3055 | 4.7% |
| t | 2949 | 4.6% |
| l | 2785 | 4.3% |
| u | 2029 | 3.1% |
| g | 1815 | 2.8% |
| Other values (45) | 21974 |
None
| Value | Count | Frequency (%) |
| ä | 1 |
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| PremierLeague | 547 |
|---|---|
| SuperLeague | 388 |
| J2League | 387 |
| PrimeraDivisión | 373 |
| Liga1 | 288 |
| Other values (66) |
Length
| Max length | 32 |
|---|---|
| Median length | 19 |
| Mean length | 10.80229291 |
| Min length | 3 |
Characters and Unicode
| Total characters | 96.108 |
|---|---|
| Distinct characters | 58 |
| Distinct categories | 5 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 7 ? |
|---|---|
| Unique (%) | 0.1% |
Sample
| 1st row | Ligue1 |
|---|---|
| 2nd row | FortunaLiga |
| 3rd row | SuperLiga |
| 4th row | JupilerProLeague |
| 5th row | PremierLiga |
Common Values
| Value | Count | Frequency (%) |
| PremierLeague | 547 | 6.1% |
| SuperLeague | 388 | 4.4% |
| J2League | 387 | 4.3% |
| PrimeraDivisión | 373 | 4.2% |
| Liga1 | 288 | 3.2% |
| Bundesliga | 284 | 3.2% |
| PremierLiga | 234 | 2.6% |
| ABSAPremiership | 225 | 2.5% |
| MLS | 219 | 2.5% |
| J1League | 219 | 2.5% |
| Other values (61) | 5733 |
Length
| Value | Count | Frequency (%) |
| premierleague | 547 | 6.1% |
| superleague | 388 | 4.4% |
| j2league | 387 | 4.3% |
| primeradivisión | 373 | 4.2% |
| liga1 | 288 | 3.2% |
| bundesliga | 284 | 3.2% |
| superliga | 270 | 3.0% |
| premierliga | 234 | 2.6% |
| absapremiership | 225 | 2.5% |
| mls | 219 | 2.5% |
| Other values (60) | 5682 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 13751 | |
| a | 9694 | 10.1% |
| i | 9025 | 9.4% |
| r | 7841 | 8.2% |
| g | 6502 | 6.8% |
| u | 6289 | 6.5% |
| L | 6173 | 6.4% |
| s | 3467 | 3.6% |
| P | 3033 | 3.2% |
| n | 2906 | 3.0% |
| Other values (48) | 27427 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 73777 | |
| Uppercase Letter | 20355 | 21.2% |
| Decimal Number | 1659 | 1.7% |
| Other Punctuation | 316 | 0.3% |
| Other Letter | 1 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| L | 6173 | |
| P | 3033 | |
| S | 2425 | 11.9% |
| A | 1643 | 8.1% |
| B | 892 | 4.4% |
| J | 754 | 3.7% |
| C | 595 | 2.9% |
| D | 594 | 2.9% |
| M | 540 | 2.7% |
| N | 522 | 2.6% |
| Other values (16) | 3184 |
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 13751 | |
| a | 9694 | |
| i | 9025 | |
| r | 7841 | |
| g | 6502 | |
| u | 6289 | |
| s | 3467 | 4.7% |
| n | 2906 | 3.9% |
| l | 2772 | 3.8% |
| o | 2407 | 3.3% |
| Other values (15) | 9123 |
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 1087 | |
| 2 | 457 | |
| 0 | 115 | 6.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 216 | |
| ' | 98 | |
| / | 2 | 0.6% |
Other Letter
| Value | Count | Frequency (%) |
| ª | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 94133 | |
| Common | 1975 | 2.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 13751 | |
| a | 9694 | 10.3% |
| i | 9025 | 9.6% |
| r | 7841 | 8.3% |
| g | 6502 | 6.9% |
| u | 6289 | 6.7% |
| L | 6173 | 6.6% |
| s | 3467 | 3.7% |
| P | 3033 | 3.2% |
| n | 2906 | 3.1% |
| Other values (42) | 25452 |
Common
| Value | Count | Frequency (%) |
| 1 | 1087 | |
| 2 | 457 | |
| . | 216 | 10.9% |
| 0 | 115 | 5.8% |
| ' | 98 | 5.0% |
| / | 2 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 95012 | |
| None | 1096 | 1.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 13751 | |
| a | 9694 | 10.2% |
| i | 9025 | 9.5% |
| r | 7841 | 8.3% |
| g | 6502 | 6.8% |
| u | 6289 | 6.6% |
| L | 6173 | 6.5% |
| s | 3467 | 3.6% |
| P | 3033 | 3.2% |
| n | 2906 | 3.1% |
| Other values (43) | 26331 |
None
| Value | Count | Frequency (%) |
| ó | 373 | |
| é | 342 | |
| Á | 195 | |
| ü | 185 | |
| ª | 1 | 0.1% |
| Distinct | 1049 |
|---|---|
| Distinct (%) | 11.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| TokushimaVort. | 30 |
|---|---|
| TochigiSC | 28 |
| KashiwaReysol | 27 |
| Nacional | 26 |
| TavuaFC | 25 |
| Other values (1044) |
Length
| Max length | 24 |
|---|---|
| Median length | 14 |
| Mean length | 9.781948972 |
| Min length | 3 |
Characters and Unicode
| Total characters | 87.030 |
|---|---|
| Distinct characters | 83 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 3 ? |
Unique
| Unique | 33 ? |
|---|---|
| Unique (%) | 0.4% |
Sample
| 1st row | OGCNice |
|---|---|
| 2nd row | 1.FKPribram |
| 3rd row | RedStar |
| 4th row | ClubBrugge |
| 5th row | Chornomorets |
Common Values
| Value | Count | Frequency (%) |
| TokushimaVort. | 30 | 0.3% |
| TochigiSC | 28 | 0.3% |
| KashiwaReysol | 27 | 0.3% |
| Nacional | 26 | 0.3% |
| TavuaFC | 25 | 0.3% |
| AlbirexNiigata | 25 | 0.3% |
| KagoshimaUtd. | 25 | 0.3% |
| FajrSepasi | 23 | 0.3% |
| Petrojet | 23 | 0.3% |
| V0V.Nagasaki | 22 | 0.2% |
| Other values (1039) | 8643 |
Length
| Value | Count | Frequency (%) |
| tokushimavort | 30 | 0.3% |
| tochigisc | 28 | 0.3% |
| kashiwareysol | 27 | 0.3% |
| nacional | 26 | 0.3% |
| tavuafc | 25 | 0.3% |
| albirexniigata | 25 | 0.3% |
| kagoshimautd | 25 | 0.3% |
| petrojet | 23 | 0.3% |
| fajrsepasi | 23 | 0.3% |
| v0v.nagasaki | 22 | 0.2% |
| Other values (1039) | 8643 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 9979 | 11.5% |
| e | 5980 | 6.9% |
| i | 5422 | 6.2% |
| o | 5165 | 5.9% |
| n | 5029 | 5.8% |
| r | 4949 | 5.7% |
| l | 3658 | 4.2% |
| s | 3503 | 4.0% |
| t | 3430 | 3.9% |
| C | 2816 | 3.2% |
| Other values (73) | 37099 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 65220 | |
| Uppercase Letter | 20254 | 23.3% |
| Other Punctuation | 997 | 1.1% |
| Decimal Number | 482 | 0.6% |
| Close Punctuation | 25 | < 0.1% |
| Open Punctuation | 25 | < 0.1% |
| Control | 17 | < 0.1% |
| Final Punctuation | 10 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 9979 | |
| e | 5980 | 9.2% |
| i | 5422 | 8.3% |
| o | 5165 | 7.9% |
| n | 5029 | 7.7% |
| r | 4949 | 7.6% |
| l | 3658 | 5.6% |
| s | 3503 | 5.4% |
| t | 3430 | 5.3% |
| u | 2313 | 3.5% |
| Other values (30) | 15792 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 2816 | |
| S | 2163 | 10.7% |
| F | 1850 | 9.1% |
| A | 1805 | 8.9% |
| B | 1049 | 5.2% |
| M | 980 | 4.8% |
| P | 944 | 4.7% |
| K | 783 | 3.9% |
| R | 729 | 3.6% |
| G | 708 | 3.5% |
| Other values (19) | 6427 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 332 | |
| 1 | 64 | 13.3% |
| 9 | 28 | 5.8% |
| 5 | 19 | 3.9% |
| 2 | 18 | 3.7% |
| 6 | 12 | 2.5% |
| 4 | 9 | 1.9% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 944 | |
| ' | 34 | 3.4% |
| & | 19 | 1.9% |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 25 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 25 |
Control
| Value | Count | Frequency (%) |
| 17 |
Final Punctuation
| Value | Count | Frequency (%) |
| ’ | 10 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 85474 | |
| Common | 1556 | 1.8% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 9979 | 11.7% |
| e | 5980 | 7.0% |
| i | 5422 | 6.3% |
| o | 5165 | 6.0% |
| n | 5029 | 5.9% |
| r | 4949 | 5.8% |
| l | 3658 | 4.3% |
| s | 3503 | 4.1% |
| t | 3430 | 4.0% |
| C | 2816 | 3.3% |
| Other values (59) | 35543 |
Common
| Value | Count | Frequency (%) |
| . | 944 | |
| 0 | 332 | 21.3% |
| 1 | 64 | 4.1% |
| ' | 34 | 2.2% |
| 9 | 28 | 1.8% |
| ) | 25 | 1.6% |
| ( | 25 | 1.6% |
| & | 19 | 1.2% |
| 5 | 19 | 1.2% |
| 2 | 18 | 1.2% |
| Other values (4) | 48 | 3.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 86281 | |
| None | 739 | 0.8% |
| Punctuation | 10 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 9979 | 11.6% |
| e | 5980 | 6.9% |
| i | 5422 | 6.3% |
| o | 5165 | 6.0% |
| n | 5029 | 5.8% |
| r | 4949 | 5.7% |
| l | 3658 | 4.2% |
| s | 3503 | 4.1% |
| t | 3430 | 4.0% |
| C | 2816 | 3.3% |
| Other values (55) | 36350 |
None
| Value | Count | Frequency (%) |
| é | 188 | |
| ó | 101 | |
| á | 96 | |
| ö | 52 | 7.0% |
| è | 52 | 7.0% |
| ú | 49 | 6.6% |
| ü | 45 | 6.1% |
| í | 41 | 5.5% |
| ï | 29 | 3.9% |
| ã | 21 | 2.8% |
| Other values (7) | 65 | 8.8% |
Punctuation
| Value | Count | Frequency (%) |
| ’ | 10 |
goals_selection
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 37 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.5997527256 |
| Minimum | 0 |
|---|---|
| Maximum | 85 |
| Zeros | 7513 |
| Zeros (%) | 84.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 85 |
| Range | 85 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.642641972 |
|---|---|
| Coefficient of variation (CV) | 4.406219195 |
| Kurtosis | 206.6966866 |
| Mean | 0.5997527256 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.05196816 |
| Sum | 5336 |
| Variance | 6.983556594 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7513 | |
| 1 | 560 | 6.3% |
| 2 | 252 | 2.8% |
| 3 | 156 | 1.8% |
| 4 | 122 | 1.4% |
| 5 | 58 | 0.7% |
| 6 | 42 | 0.5% |
| 7 | 32 | 0.4% |
| 9 | 21 | 0.2% |
| 8 | 19 | 0.2% |
| Other values (27) | 122 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 7513 | |
| 1 | 560 | 6.3% |
| 2 | 252 | 2.8% |
| 3 | 156 | 1.8% |
| 4 | 122 | 1.4% |
| 5 | 58 | 0.7% |
| 6 | 42 | 0.5% |
| 7 | 32 | 0.4% |
| 8 | 19 | 0.2% |
| 9 | 21 | 0.2% |
| Value | Count | Frequency (%) |
| 85 | 1 | |
| 60 | 1 | |
| 50 | 1 | |
| 39 | 1 | |
| 38 | 1 | |
| 37 | 1 | |
| 36 | 1 | |
| 34 | 1 | |
| 31 | 2 | |
| 30 | 1 |
selections_nation
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 126 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.787793638 |
| Minimum | 0 |
|---|---|
| Maximum | 176 |
| Zeros | 5052 |
| Zeros (%) | 56.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 4 |
| 95-th percentile | 32 |
| Maximum | 176 |
| Range | 176 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 14.98991475 |
|---|---|
| Coefficient of variation (CV) | 2.589918662 |
| Kurtosis | 28.25345793 |
| Mean | 5.787793638 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.687896966 |
| Sum | 51494 |
| Variance | 224.6975443 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 5052 | |
| 1 | 631 | 7.1% |
| 2 | 457 | 5.1% |
| 3 | 363 | 4.1% |
| 4 | 237 | 2.7% |
| 5 | 233 | 2.6% |
| 6 | 168 | 1.9% |
| 7 | 142 | 1.6% |
| 9 | 130 | 1.5% |
| 8 | 130 | 1.5% |
| Other values (116) | 1354 | 15.2% |
| Value | Count | Frequency (%) |
| 0 | 5052 | |
| 1 | 631 | 7.1% |
| 2 | 457 | 5.1% |
| 3 | 363 | 4.1% |
| 4 | 237 | 2.7% |
| 5 | 233 | 2.6% |
| 6 | 168 | 1.9% |
| 7 | 142 | 1.6% |
| 8 | 130 | 1.5% |
| 9 | 130 | 1.5% |
| Value | Count | Frequency (%) |
| 176 | 1 | |
| 167 | 1 | |
| 159 | 2 | |
| 154 | 1 | |
| 152 | 2 | |
| 147 | 2 | |
| 142 | 1 | |
| 136 | 1 | |
| 134 | 1 | |
| 133 | 2 |
position
Categorical
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| Goalkeeper | |
|---|---|
| CentralMidfield | |
| DefensiveMidfield | |
| AttackingMidfield | |
| RightWinger | |
| Other values (7) |
Length
| Max length | 17 |
|---|---|
| Median length | 15 |
| Mean length | 13.01562324 |
| Min length | 7 |
Characters and Unicode
| Total characters | 115.800 |
|---|---|
| Distinct characters | 28 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Goalkeeper |
|---|---|
| 2nd row | LeftWinger |
| 3rd row | Goalkeeper |
| 4th row | SecondStriker |
| 5th row | LeftMidfield |
Common Values
| Value | Count | Frequency (%) |
| Goalkeeper | 1701 | |
| CentralMidfield | 1452 | |
| DefensiveMidfield | 1381 | |
| AttackingMidfield | 1101 | |
| RightWinger | 917 | |
| LeftWinger | 889 | |
| LeftMidfield | 317 | 3.6% |
| Midfielder | 316 | 3.6% |
| RightMidfield | 303 | 3.4% |
| SecondStriker | 188 | 2.1% |
| Other values (2) | 332 | 3.7% |
Length
| Value | Count | Frequency (%) |
| goalkeeper | 1701 | |
| centralmidfield | 1452 | |
| defensivemidfield | 1381 | |
| attackingmidfield | 1101 | |
| rightwinger | 917 | |
| leftwinger | 889 | |
| leftmidfield | 317 | 3.6% |
| midfielder | 316 | 3.6% |
| rightmidfield | 303 | 3.4% |
| secondstriker | 188 | 2.1% |
| Other values (2) | 332 | 3.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 19776 | |
| i | 15436 | |
| d | 10260 | 8.9% |
| l | 8023 | 6.9% |
| f | 7625 | 6.6% |
| t | 6268 | 5.4% |
| r | 6147 | 5.3% |
| n | 6096 | 5.3% |
| M | 4870 | 4.2% |
| a | 4418 | 3.8% |
| Other values (18) | 26881 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 100355 | |
| Uppercase Letter | 15445 | 13.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 19776 | |
| i | 15436 | |
| d | 10260 | |
| l | 8023 | |
| f | 7625 | 7.6% |
| t | 6268 | 6.2% |
| r | 6147 | 6.1% |
| n | 6096 | 6.1% |
| a | 4418 | 4.4% |
| g | 4127 | 4.1% |
| Other values (8) | 12179 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 4870 | |
| W | 1806 | 11.7% |
| G | 1701 | 11.0% |
| D | 1549 | 10.0% |
| C | 1452 | 9.4% |
| R | 1220 | 7.9% |
| L | 1206 | 7.8% |
| A | 1101 | 7.1% |
| S | 376 | 2.4% |
| F | 164 | 1.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 115800 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 19776 | |
| i | 15436 | |
| d | 10260 | 8.9% |
| l | 8023 | 6.9% |
| f | 7625 | 6.6% |
| t | 6268 | 5.4% |
| r | 6147 | 5.3% |
| n | 6096 | 5.3% |
| M | 4870 | 4.2% |
| a | 4418 | 3.8% |
| Other values (18) | 26881 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 115800 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 19776 | |
| i | 15436 | |
| d | 10260 | 8.9% |
| l | 8023 | 6.9% |
| f | 7625 | 6.6% |
| t | 6268 | 5.4% |
| r | 6147 | 5.3% |
| n | 6096 | 5.3% |
| M | 4870 | 4.2% |
| a | 4418 | 3.8% |
| Other values (18) | 26881 |
| Distinct | 122 |
|---|---|
| Distinct (%) | 1.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1708305.047 |
| Minimum | 20000 |
|---|---|
| Maximum | 180000000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 20000 |
|---|---|
| 5-th percentile | 25000 |
| Q1 | 100000 |
| median | 300000 |
| Q3 | 800000 |
| 95-th percentile | 7000000 |
| Maximum | 180000000 |
| Range | 179980000 |
| Interquartile range (IQR) | 700000 |
Descriptive statistics
| Standard deviation | 6765265.327 |
|---|---|
| Coefficient of variation (CV) | 3.960220887 |
| Kurtosis | 177.9158546 |
| Mean | 1708305.047 |
| Median Absolute Deviation (MAD) | 225000 |
| Skewness | 11.03487257 |
| Sum | 1.519879 × 1010 |
| Variance | 4.576881494 × 1013 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100000 | 689 | 7.7% |
| 50000 | 658 | 7.4% |
| 200000 | 537 | 6.0% |
| 25000 | 520 | 5.8% |
| 150000 | 514 | 5.8% |
| 300000 | 485 | 5.5% |
| 250000 | 448 | 5.0% |
| 400000 | 424 | 4.8% |
| 75000 | 398 | 4.5% |
| 500000 | 375 | 4.2% |
| Other values (112) | 3849 |
| Value | Count | Frequency (%) |
| 20000 | 2 | < 0.1% |
| 25000 | 520 | |
| 30000 | 1 | < 0.1% |
| 50000 | 658 | |
| 75000 | 398 | |
| 100000 | 689 | |
| 120000 | 1 | < 0.1% |
| 125000 | 203 | 2.3% |
| 150000 | 514 | |
| 175000 | 128 | 1.4% |
| Value | Count | Frequency (%) |
| 180000000 | 1 | < 0.1% |
| 150000000 | 2 | < 0.1% |
| 140000000 | 1 | < 0.1% |
| 100000000 | 3 | < 0.1% |
| 80000000 | 6 | |
| 75000000 | 3 | < 0.1% |
| 70000000 | 6 | |
| 65000000 | 7 | |
| 60000000 | 4 | |
| 50000000 | 8 |
goal_champ
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 133 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.68967068 |
| Minimum | 0 |
|---|---|
| Maximum | 423 |
| Zeros | 3009 |
| Zeros (%) | 33.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 16 |
| 95-th percentile | 49 |
| Maximum | 423 |
| Range | 423 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 18.8208499 |
|---|---|
| Coefficient of variation (CV) | 1.610041071 |
| Kurtosis | 36.14410883 |
| Mean | 11.68967068 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 3.778256906 |
| Sum | 104003 |
| Variance | 354.2243908 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3009 | |
| 1 | 551 | 6.2% |
| 3 | 407 | 4.6% |
| 2 | 377 | 4.2% |
| 4 | 313 | 3.5% |
| 5 | 251 | 2.8% |
| 6 | 248 | 2.8% |
| 7 | 229 | 2.6% |
| 10 | 183 | 2.1% |
| 8 | 179 | 2.0% |
| Other values (123) | 3150 |
| Value | Count | Frequency (%) |
| 0 | 3009 | |
| 1 | 551 | 6.2% |
| 2 | 377 | 4.2% |
| 3 | 407 | 4.6% |
| 4 | 313 | 3.5% |
| 5 | 251 | 2.8% |
| 6 | 248 | 2.8% |
| 7 | 229 | 2.6% |
| 8 | 179 | 2.0% |
| 9 | 162 | 1.8% |
| Value | Count | Frequency (%) |
| 423 | 1 | |
| 222 | 1 | |
| 190 | 1 | |
| 181 | 1 | |
| 160 | 1 | |
| 156 | 1 | |
| 152 | 1 | |
| 149 | 1 | |
| 139 | 1 | |
| 137 | 1 |
assist_champ
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 111 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.137574463 |
| Minimum | 0 |
|---|---|
| Maximum | 174 |
| Zeros | 3280 |
| Zeros (%) | 36.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 12 |
| 95-th percentile | 39 |
| Maximum | 174 |
| Range | 174 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 15.09760514 |
|---|---|
| Coefficient of variation (CV) | 1.652255223 |
| Kurtosis | 15.45068298 |
| Mean | 9.137574463 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 3.155139646 |
| Sum | 81297 |
| Variance | 227.9376809 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 3280 | |
| 1 | 630 | 7.1% |
| 2 | 465 | 5.2% |
| 3 | 400 | 4.5% |
| 5 | 306 | 3.4% |
| 4 | 288 | 3.2% |
| 6 | 262 | 2.9% |
| 7 | 216 | 2.4% |
| 8 | 207 | 2.3% |
| 9 | 206 | 2.3% |
| Other values (101) | 2637 |
| Value | Count | Frequency (%) |
| 0 | 3280 | |
| 1 | 630 | 7.1% |
| 2 | 465 | 5.2% |
| 3 | 400 | 4.5% |
| 4 | 288 | 3.2% |
| 5 | 306 | 3.4% |
| 6 | 262 | 2.9% |
| 7 | 216 | 2.4% |
| 8 | 207 | 2.3% |
| 9 | 206 | 2.3% |
| Value | Count | Frequency (%) |
| 174 | 1 | |
| 160 | 1 | |
| 157 | 1 | |
| 154 | 2 | |
| 151 | 1 | |
| 147 | 1 | |
| 139 | 1 | |
| 124 | 2 | |
| 122 | 1 | |
| 118 | 1 |
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.0990221423 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 8157 |
| Zeros (%) | 91.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 1 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.3613774937 |
|---|---|
| Coefficient of variation (CV) | 3.649461477 |
| Kurtosis | 34.56223224 |
| Mean | 0.0990221423 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.815458941 |
| Sum | 881 |
| Variance | 0.130593693 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8157 | |
| 1 | 628 | 7.1% |
| 2 | 91 | 1.0% |
| 3 | 17 | 0.2% |
| 4 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 8157 | |
| 1 | 628 | 7.1% |
| 2 | 91 | 1.0% |
| 3 | 17 | 0.2% |
| 4 | 2 | < 0.1% |
| 6 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 6 | 2 | < 0.1% |
| 4 | 2 | < 0.1% |
| 3 | 17 | 0.2% |
| 2 | 91 | 1.0% |
| 1 | 628 | 7.1% |
| 0 | 8157 |
yellow_card_champ
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 115 |
|---|---|
| Distinct (%) | 1.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.80645161 |
| Minimum | 0 |
|---|---|
| Maximum | 142 |
| Zeros | 1303 |
| Zeros (%) | 14.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 9 |
| Q3 | 21 |
| 95-th percentile | 52 |
| Maximum | 142 |
| Range | 142 |
| Interquartile range (IQR) | 19 |
Descriptive statistics
| Standard deviation | 17.82819408 |
|---|---|
| Coefficient of variation (CV) | 1.204082825 |
| Kurtosis | 5.116193167 |
| Mean | 14.80645161 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 2.02113267 |
| Sum | 131733 |
| Variance | 317.8445042 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 1303 | 14.6% |
| 1 | 624 | 7.0% |
| 2 | 519 | 5.8% |
| 3 | 386 | 4.3% |
| 4 | 366 | 4.1% |
| 7 | 334 | 3.8% |
| 5 | 329 | 3.7% |
| 6 | 322 | 3.6% |
| 8 | 262 | 2.9% |
| 9 | 243 | 2.7% |
| Other values (105) | 4209 |
| Value | Count | Frequency (%) |
| 0 | 1303 | |
| 1 | 624 | |
| 2 | 519 | 5.8% |
| 3 | 386 | 4.3% |
| 4 | 366 | 4.1% |
| 5 | 329 | 3.7% |
| 6 | 322 | 3.6% |
| 7 | 334 | 3.8% |
| 8 | 262 | 2.9% |
| 9 | 243 | 2.7% |
| Value | Count | Frequency (%) |
| 142 | 1 | < 0.1% |
| 141 | 1 | < 0.1% |
| 123 | 3 | |
| 122 | 1 | < 0.1% |
| 117 | 1 | < 0.1% |
| 115 | 1 | < 0.1% |
| 114 | 2 | |
| 111 | 1 | < 0.1% |
| 109 | 1 | < 0.1% |
| 108 | 2 |
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4251995055 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 6616 |
| Zeros (%) | 74.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.9188321411 |
|---|---|
| Coefficient of variation (CV) | 2.160943579 |
| Kurtosis | 14.19919891 |
| Mean | 0.4251995055 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.205350763 |
| Sum | 3783 |
| Variance | 0.8442525035 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6616 | |
| 1 | 1424 | 16.0% |
| 2 | 494 | 5.6% |
| 3 | 211 | 2.4% |
| 4 | 86 | 1.0% |
| 5 | 32 | 0.4% |
| 6 | 16 | 0.2% |
| 7 | 9 | 0.1% |
| 8 | 6 | 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6616 | |
| 1 | 1424 | 16.0% |
| 2 | 494 | 5.6% |
| 3 | 211 | 2.4% |
| 4 | 86 | 1.0% |
| 5 | 32 | 0.4% |
| 6 | 16 | 0.2% |
| 7 | 9 | 0.1% |
| 8 | 6 | 0.1% |
| 9 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 9 | 3 | < 0.1% |
| 8 | 6 | 0.1% |
| 7 | 9 | 0.1% |
| 6 | 16 | 0.2% |
| 5 | 32 | 0.4% |
| 4 | 86 | 1.0% |
| 3 | 211 | 2.4% |
| 2 | 494 | 5.6% |
| 1 | 1424 | 16.0% |
| 0 | 6616 |
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4077779027 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 6511 |
| Zeros (%) | 73.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 2 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.8193768036 |
|---|---|
| Coefficient of variation (CV) | 2.009370293 |
| Kurtosis | 9.264258729 |
| Mean | 0.4077779027 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.687325842 |
| Sum | 3628 |
| Variance | 0.6713783464 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6511 | |
| 1 | 1582 | 17.8% |
| 2 | 530 | 6.0% |
| 3 | 161 | 1.8% |
| 4 | 74 | 0.8% |
| 5 | 31 | 0.3% |
| 6 | 5 | 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 6511 | |
| 1 | 1582 | 17.8% |
| 2 | 530 | 6.0% |
| 3 | 161 | 1.8% |
| 4 | 74 | 0.8% |
| 5 | 31 | 0.3% |
| 6 | 5 | 0.1% |
| 7 | 2 | < 0.1% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 7 | 2 | < 0.1% |
| 6 | 5 | 0.1% |
| 5 | 31 | 0.3% |
| 4 | 74 | 0.8% |
| 3 | 161 | 1.8% |
| 2 | 530 | 6.0% |
| 1 | 1582 | 17.8% |
| 0 | 6511 |
| Distinct | 27 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.8764752164 |
| Minimum | 0 |
|---|---|
| Maximum | 44 |
| Zeros | 6443 |
| Zeros (%) | 72.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 44 |
| Range | 44 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 2.217116983 |
|---|---|
| Coefficient of variation (CV) | 2.529583201 |
| Kurtosis | 40.94090027 |
| Mean | 0.8764752164 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.922536757 |
| Sum | 7798 |
| Variance | 4.915607718 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6443 | |
| 1 | 930 | 10.5% |
| 2 | 501 | 5.6% |
| 3 | 308 | 3.5% |
| 4 | 188 | 2.1% |
| 5 | 151 | 1.7% |
| 6 | 112 | 1.3% |
| 7 | 65 | 0.7% |
| 8 | 42 | 0.5% |
| 9 | 33 | 0.4% |
| Other values (17) | 124 | 1.4% |
| Value | Count | Frequency (%) |
| 0 | 6443 | |
| 1 | 930 | 10.5% |
| 2 | 501 | 5.6% |
| 3 | 308 | 3.5% |
| 4 | 188 | 2.1% |
| 5 | 151 | 1.7% |
| 6 | 112 | 1.3% |
| 7 | 65 | 0.7% |
| 8 | 42 | 0.5% |
| 9 | 33 | 0.4% |
| Value | Count | Frequency (%) |
| 44 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24 | 3 | |
| 21 | 3 | |
| 20 | 1 | < 0.1% |
| 19 | 5 | |
| 18 | 2 | < 0.1% |
| 17 | 2 | < 0.1% |
assist_cup
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 22 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7146229066 |
| Minimum | 0 |
|---|---|
| Maximum | 23 |
| Zeros | 6662 |
| Zeros (%) | 74.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 4 |
| Maximum | 23 |
| Range | 23 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.890684625 |
|---|---|
| Coefficient of variation (CV) | 2.645709516 |
| Kurtosis | 28.18207101 |
| Mean | 0.7146229066 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.546469487 |
| Sum | 6358 |
| Variance | 3.57468835 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6662 | |
| 1 | 990 | 11.1% |
| 2 | 442 | 5.0% |
| 3 | 253 | 2.8% |
| 4 | 161 | 1.8% |
| 5 | 95 | 1.1% |
| 6 | 80 | 0.9% |
| 7 | 48 | 0.5% |
| 9 | 45 | 0.5% |
| 8 | 42 | 0.5% |
| Other values (12) | 79 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 6662 | |
| 1 | 990 | 11.1% |
| 2 | 442 | 5.0% |
| 3 | 253 | 2.8% |
| 4 | 161 | 1.8% |
| 5 | 95 | 1.1% |
| 6 | 80 | 0.9% |
| 7 | 48 | 0.5% |
| 8 | 42 | 0.5% |
| 9 | 45 | 0.5% |
| Value | Count | Frequency (%) |
| 23 | 2 | < 0.1% |
| 22 | 2 | < 0.1% |
| 20 | 2 | < 0.1% |
| 18 | 5 | 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 5 | 0.1% |
| 15 | 4 | < 0.1% |
| 14 | 5 | 0.1% |
| 13 | 9 | |
| 12 | 16 |
own_goal_cup
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 144 |
| 2.0 | 6 |
| 3.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 26.691 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 8745 | |
| 1.0 | 144 | 1.6% |
| 2.0 | 6 | 0.1% |
| 3.0 | 2 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 8745 | |
| 1.0 | 144 | 1.6% |
| 2.0 | 6 | 0.1% |
| 3.0 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 17642 | |
| . | 8897 | |
| 1 | 144 | 0.5% |
| 2 | 6 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 17794 | |
| Other Punctuation | 8897 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 17642 | |
| 1 | 144 | 0.8% |
| 2 | 6 | < 0.1% |
| 3 | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 8897 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 26691 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 17642 | |
| . | 8897 | |
| 1 | 144 | 0.5% |
| 2 | 6 | < 0.1% |
| 3 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 26691 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 17642 | |
| . | 8897 | |
| 1 | 144 | 0.5% |
| 2 | 6 | < 0.1% |
| 3 | 2 | < 0.1% |
yellow_card_cup
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 24 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.862762729 |
| Minimum | 0 |
|---|---|
| Maximum | 26 |
| Zeros | 6189 |
| Zeros (%) | 69.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 5 |
| Maximum | 26 |
| Range | 26 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.99942194 |
|---|---|
| Coefficient of variation (CV) | 2.317464435 |
| Kurtosis | 23.98229657 |
| Mean | 0.862762729 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.102047419 |
| Sum | 7676 |
| Variance | 3.997688095 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 6189 | |
| 1 | 1121 | 12.6% |
| 2 | 567 | 6.4% |
| 3 | 366 | 4.1% |
| 4 | 195 | 2.2% |
| 5 | 122 | 1.4% |
| 6 | 104 | 1.2% |
| 7 | 63 | 0.7% |
| 8 | 45 | 0.5% |
| 9 | 31 | 0.3% |
| Other values (14) | 94 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 6189 | |
| 1 | 1121 | 12.6% |
| 2 | 567 | 6.4% |
| 3 | 366 | 4.1% |
| 4 | 195 | 2.2% |
| 5 | 122 | 1.4% |
| 6 | 104 | 1.2% |
| 7 | 63 | 0.7% |
| 8 | 45 | 0.5% |
| 9 | 31 | 0.3% |
| Value | Count | Frequency (%) |
| 26 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 19 | 3 | < 0.1% |
| 18 | 3 | < 0.1% |
| 17 | 1 | < 0.1% |
| 16 | 9 | |
| 15 | 4 | |
| 14 | 9 |
second_yellow_card_cup
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 239 |
| 2.0 | 9 |
| 3.0 | 3 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 26.691 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 8646 | |
| 1.0 | 239 | 2.7% |
| 2.0 | 9 | 0.1% |
| 3.0 | 3 | < 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 8646 | |
| 1.0 | 239 | 2.7% |
| 2.0 | 9 | 0.1% |
| 3.0 | 3 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 17543 | |
| . | 8897 | |
| 1 | 239 | 0.9% |
| 2 | 9 | < 0.1% |
| 3 | 3 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 17794 | |
| Other Punctuation | 8897 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 17543 | |
| 1 | 239 | 1.3% |
| 2 | 9 | 0.1% |
| 3 | 3 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 8897 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 26691 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 17543 | |
| . | 8897 | |
| 1 | 239 | 0.9% |
| 2 | 9 | < 0.1% |
| 3 | 3 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 26691 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 17543 | |
| . | 8897 | |
| 1 | 239 | 0.9% |
| 2 | 9 | < 0.1% |
| 3 | 3 | < 0.1% |
| Distinct | 68 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.362818928 |
| Minimum | 0 |
|---|---|
| Maximum | 107 |
| Zeros | 7803 |
| Zeros (%) | 87.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 9 |
| Maximum | 107 |
| Range | 107 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 5.947847577 |
|---|---|
| Coefficient of variation (CV) | 4.364371125 |
| Kurtosis | 68.99345014 |
| Mean | 1.362818928 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.136114243 |
| Sum | 12125 |
| Variance | 35.37689079 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7803 | |
| 1 | 245 | 2.8% |
| 2 | 85 | 1.0% |
| 3 | 77 | 0.9% |
| 5 | 53 | 0.6% |
| 4 | 52 | 0.6% |
| 6 | 41 | 0.5% |
| 8 | 41 | 0.5% |
| 9 | 40 | 0.4% |
| 7 | 37 | 0.4% |
| Other values (58) | 423 | 4.8% |
| Value | Count | Frequency (%) |
| 0 | 7803 | |
| 1 | 245 | 2.8% |
| 2 | 85 | 1.0% |
| 3 | 77 | 0.9% |
| 4 | 52 | 0.6% |
| 5 | 53 | 0.6% |
| 6 | 41 | 0.5% |
| 7 | 37 | 0.4% |
| 8 | 41 | 0.5% |
| 9 | 40 | 0.4% |
| Value | Count | Frequency (%) |
| 107 | 1 | |
| 102 | 1 | |
| 89 | 1 | |
| 80 | 1 | |
| 78 | 1 | |
| 77 | 1 | |
| 75 | 2 | |
| 70 | 1 | |
| 69 | 1 | |
| 65 | 1 |
goal_continent
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONSKEWEDZEROS| Distinct | 30 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4982578397 |
| Minimum | 0 |
|---|---|
| Maximum | 121 |
| Zeros | 7581 |
| Zeros (%) | 85.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 121 |
| Range | 121 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 2.27232685 |
|---|---|
| Coefficient of variation (CV) | 4.560544097 |
| Kurtosis | 943.6799231 |
| Mean | 0.4982578397 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 21.52801949 |
| Sum | 4433 |
| Variance | 5.163469312 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7581 | |
| 1 | 542 | 6.1% |
| 2 | 240 | 2.7% |
| 3 | 159 | 1.8% |
| 4 | 101 | 1.1% |
| 5 | 60 | 0.7% |
| 6 | 54 | 0.6% |
| 7 | 36 | 0.4% |
| 8 | 24 | 0.3% |
| 9 | 23 | 0.3% |
| Other values (20) | 77 | 0.9% |
| Value | Count | Frequency (%) |
| 0 | 7581 | |
| 1 | 542 | 6.1% |
| 2 | 240 | 2.7% |
| 3 | 159 | 1.8% |
| 4 | 101 | 1.1% |
| 5 | 60 | 0.7% |
| 6 | 54 | 0.6% |
| 7 | 36 | 0.4% |
| 8 | 24 | 0.3% |
| 9 | 23 | 0.3% |
| Value | Count | Frequency (%) |
| 121 | 1 | |
| 46 | 1 | |
| 42 | 1 | |
| 39 | 1 | |
| 26 | 1 | |
| 24 | 1 | |
| 23 | 1 | |
| 22 | 2 | |
| 21 | 1 | |
| 20 | 1 |
assist_continent
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 29 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.4761155446 |
| Minimum | 0 |
|---|---|
| Maximum | 44 |
| Zeros | 7608 |
| Zeros (%) | 85.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 3 |
| Maximum | 44 |
| Range | 44 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.900254815 |
|---|---|
| Coefficient of variation (CV) | 3.991163147 |
| Kurtosis | 114.3346353 |
| Mean | 0.4761155446 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 8.642728754 |
| Sum | 4236 |
| Variance | 3.610968363 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7608 | |
| 1 | 513 | 5.8% |
| 2 | 261 | 2.9% |
| 3 | 147 | 1.7% |
| 4 | 109 | 1.2% |
| 5 | 64 | 0.7% |
| 6 | 52 | 0.6% |
| 7 | 32 | 0.4% |
| 8 | 22 | 0.2% |
| 9 | 17 | 0.2% |
| Other values (19) | 72 | 0.8% |
| Value | Count | Frequency (%) |
| 0 | 7608 | |
| 1 | 513 | 5.8% |
| 2 | 261 | 2.9% |
| 3 | 147 | 1.7% |
| 4 | 109 | 1.2% |
| 5 | 64 | 0.7% |
| 6 | 52 | 0.6% |
| 7 | 32 | 0.4% |
| 8 | 22 | 0.2% |
| 9 | 17 | 0.2% |
| Value | Count | Frequency (%) |
| 44 | 1 | < 0.1% |
| 39 | 1 | < 0.1% |
| 34 | 1 | < 0.1% |
| 29 | 3 | |
| 28 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 23 | 2 | |
| 22 | 2 | |
| 21 | 2 | |
| 20 | 1 | < 0.1% |
own_goal_continent
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 69.6 KiB |
| 0.0 | |
|---|---|
| 1.0 | 61 |
| 2.0 | 6 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 26.691 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 8830 | |
| 1.0 | 61 | 0.7% |
| 2.0 | 6 | 0.1% |
Length
Category Frequency Plot
| Value | Count | Frequency (%) |
| 0.0 | 8830 | |
| 1.0 | 61 | 0.7% |
| 2.0 | 6 | 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 17727 | |
| . | 8897 | |
| 1 | 61 | 0.2% |
| 2 | 6 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 17794 | |
| Other Punctuation | 8897 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 17727 | |
| 1 | 61 | 0.3% |
| 2 | 6 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 8897 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 26691 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 17727 | |
| . | 8897 | |
| 1 | 61 | 0.2% |
| 2 | 6 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 26691 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 17727 | |
| . | 8897 | |
| 1 | 61 | 0.2% |
| 2 | 6 | < 0.1% |
yellow_card_continent
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 26 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.6123412386 |
| Minimum | 0 |
|---|---|
| Maximum | 28 |
| Zeros | 7234 |
| Zeros (%) | 81.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 4 |
| Maximum | 28 |
| Range | 28 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.915303199 |
|---|---|
| Coefficient of variation (CV) | 3.127836374 |
| Kurtosis | 40.44595474 |
| Mean | 0.6123412386 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.395206448 |
| Sum | 5448 |
| Variance | 3.668386346 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 7234 | |
| 1 | 592 | 6.7% |
| 2 | 370 | 4.2% |
| 3 | 217 | 2.4% |
| 4 | 125 | 1.4% |
| 5 | 87 | 1.0% |
| 6 | 63 | 0.7% |
| 7 | 50 | 0.6% |
| 8 | 42 | 0.5% |
| 9 | 28 | 0.3% |
| Other values (16) | 89 | 1.0% |
| Value | Count | Frequency (%) |
| 0 | 7234 | |
| 1 | 592 | 6.7% |
| 2 | 370 | 4.2% |
| 3 | 217 | 2.4% |
| 4 | 125 | 1.4% |
| 5 | 87 | 1.0% |
| 6 | 63 | 0.7% |
| 7 | 50 | 0.6% |
| 8 | 42 | 0.5% |
| 9 | 28 | 0.3% |
| Value | Count | Frequency (%) |
| 28 | 1 | < 0.1% |
| 25 | 2 | |
| 24 | 1 | < 0.1% |
| 23 | 2 | |
| 21 | 1 | < 0.1% |
| 20 | 4 | |
| 19 | 3 | |
| 18 | 1 | < 0.1% |
| 17 | 2 | |
| 16 | 3 |
second_yellow_card_continent
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONZEROS| Distinct | 72 |
|---|---|
| Distinct (%) | 0.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.9870742947 |
| Minimum | 0 |
|---|---|
| Maximum | 195 |
| Zeros | 8285 |
| Zeros (%) | 93.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 69.6 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 195 |
| Range | 195 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 6.40880543 |
|---|---|
| Coefficient of variation (CV) | 6.492728526 |
| Kurtosis | 197.603344 |
| Mean | 0.9870742947 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 11.62027397 |
| Sum | 8782 |
| Variance | 41.07278704 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 8285 | |
| 1 | 146 | 1.6% |
| 2 | 44 | 0.5% |
| 3 | 32 | 0.4% |
| 6 | 31 | 0.3% |
| 7 | 27 | 0.3% |
| 5 | 24 | 0.3% |
| 4 | 23 | 0.3% |
| 8 | 20 | 0.2% |
| 13 | 18 | 0.2% |
| Other values (62) | 247 | 2.8% |
| Value | Count | Frequency (%) |
| 0 | 8285 | |
| 1 | 146 | 1.6% |
| 2 | 44 | 0.5% |
| 3 | 32 | 0.4% |
| 4 | 23 | 0.3% |
| 5 | 24 | 0.3% |
| 6 | 31 | 0.3% |
| 7 | 27 | 0.3% |
| 8 | 20 | 0.2% |
| 9 | 17 | 0.2% |
| Value | Count | Frequency (%) |
| 195 | 1 | |
| 122 | 1 | |
| 120 | 1 | |
| 116 | 1 | |
| 105 | 1 | |
| 102 | 1 | |
| 99 | 1 | |
| 94 | 2 | |
| 86 | 1 | |
| 84 | 1 |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| Unnamed: 0 | red_card_continent | age | nation | league | team | goals_selection | selections_nation | position | price | goal_champ | assist_champ | own_goal_champ | yellow_card_champ | second_yellow_card_champ | red_card_champ | goal_cup | assist_cup | own_goal_cup | yellow_card_cup | second_yellow_card_cup | red_card_cup | goal_continent | assist_continent | own_goal_continent | yellow_card_continent | second_yellow_card_continent | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1019 | 0.0 | 23 | Tunisia | Ligue1 | OGCNice | 0 | 4 | Goalkeeper | 1000000.0 | 0.0 | 0.0 | 0.0 | 5.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 12.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 1 | 1892 | 0.0 | 20 | CzechRepublic | FortunaLiga | 1.FKPribram | 0 | 1 | LeftWinger | 100000.0 | 1.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | 2548 | 7.0 | 31 | Canada | SuperLiga | RedStar | 0 | 40 | Goalkeeper | 3000000.0 | 0.0 | 0.0 | 1.0 | 31.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 23.0 | 0.0 | 0.0 | 0.0 | 0.0 | 25.0 |
| 3 | 3137 | 0.0 | 22 | Belgium | JupilerProLeague | ClubBrugge | 4 | 18 | SecondStriker | 4000000.0 | 33.0 | 22.0 | 0.0 | 18.0 | 0.0 | 0.0 | 0.0 | 3.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 2.0 | 0.0 |
| 4 | 2576 | 0.0 | 29 | Ukraine | PremierLiga | Chornomorets | 0 | 0 | LeftMidfield | 500000.0 | 20.0 | 19.0 | 0.0 | 34.0 | 3.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 5 | 12125 | 0.0 | 25 | Japan | J1League | MatsumotoYama. | 0 | 0 | LeftMidfield | 200000.0 | 2.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 6 | 3312 | 1.0 | 31 | Chile | SüperLig | Besiktas | 7 | 116 | DefensiveMidfield | 4500000.0 | 14.0 | 11.0 | 0.0 | 86.0 | 6.0 | 3.0 | 4.0 | 4.0 | 0.0 | 11.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 11.0 | 1.0 |
| 7 | 11233 | 0.0 | 32 | Iran | PersianGulfProLeague | ParsJam | 0 | 0 | RightWinger | 100000.0 | 16.0 | 7.0 | 0.0 | 15.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8 | 9227 | 0.0 | 34 | Argentina | PrimeraDivisión | BocaJuniors | 13 | 76 | SecondStriker | 1000000.0 | 149.0 | 74.0 | 0.0 | 42.0 | 0.0 | 1.0 | 26.0 | 8.0 | 0.0 | 6.0 | 0.0 | 0.0 | 22.0 | 10.0 | 0.0 | 16.0 | 0.0 |
| 9 | 4792 | 0.0 | 21 | Italy | SerieA | SSCNapoli | 0 | 0 | Goalkeeper | 16000000.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
Last rows
| Unnamed: 0 | red_card_continent | age | nation | league | team | goals_selection | selections_nation | position | price | goal_champ | assist_champ | own_goal_champ | yellow_card_champ | second_yellow_card_champ | red_card_champ | goal_cup | assist_cup | own_goal_cup | yellow_card_cup | second_yellow_card_cup | red_card_cup | goal_continent | assist_continent | own_goal_continent | yellow_card_continent | second_yellow_card_continent | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8887 | 8520 | 0.0 | 20 | Canada | MLS | Vancouver | 0 | 3 | CentralMidfield | 175000.0 | 1.0 | 3.0 | 0.0 | 11.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8888 | 11882 | 0.0 | 22 | Myanmar | ThaiLeague | MuangthongUtd. | 8 | 24 | SecondStriker | 350000.0 | 17.0 | 8.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8889 | 7155 | 0.0 | 25 | Mexico | AscensoMXClausura | Celaya | 0 | 0 | Forward | 700000.0 | 4.0 | 2.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8890 | 10043 | 0.0 | 25 | Uzbekistan | Superliga | Pakhtakor | 2 | 17 | LeftWinger | 1400000.0 | 10.0 | 1.0 | 0.0 | 8.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2.0 | 3.0 | 0.0 | 0.0 | 0.0 |
| 8891 | 3706 | 0.0 | 29 | Russia | PremierLiga | Krasnodar | 0 | 1 | RightMidfield | 3500000.0 | 21.0 | 34.0 | 2.0 | 46.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 |
| 8892 | 3659 | 0.0 | 24 | Russia | PremierLiga | ArsenalTula | 0 | 0 | Goalkeeper | 125000.0 | 0.0 | 0.0 | 0.0 | 2.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8893 | 9063 | 0.0 | 24 | Uruguay | PrimeraDivisión | Argentinos | 0 | 0 | AttackingMidfield | 300000.0 | 12.0 | 10.0 | 0.0 | 11.0 | 2.0 | 1.0 | 2.0 | 1.0 | 0.0 | 3.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8894 | 9163 | 0.0 | 29 | Argentina | PrimeraDivisión | Defensa | 0 | 11 | Goalkeeper | 800000.0 | 0.0 | 0.0 | 0.0 | 6.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 36.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 8895 | 2980 | 0.0 | 29 | Argentina | SuperLeague | ApollonSmyrnis | 1 | 2 | AttackingMidfield | 300000.0 | 19.0 | 29.0 | 0.0 | 20.0 | 2.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 |
| 8896 | 10368 | 0.0 | 30 | China | LeagueOne | YBFunde | 0 | 0 | LeftMidfield | 175000.0 | 15.0 | 5.0 | 0.0 | 7.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |